Bump huggingface-hub from 0.12.1 to 0.16.4

[dependabot]

Bumps huggingface-hub from 0.12.1 to 0.16.4.

Release notes

Sourced from huggingface-hub's releases.

v0.16.3: Hotfix - More verbose ConnectionError

Full Changelog: huggingface/huggingface_hub@v0.16.2...v0.16.3

Hotfix to print the request ID if any RequestException happen. This is useful to help the team debug users' problems. Request ID is a generated UUID, unique for each HTTP call made to the Hub.

Check out these release notes to learn more about the v0.16 release.

v0.16.2: Inference, CommitScheduler and Tensorboard

Inference

Introduced in the v0.15 release, the InferenceClient got a big update in this one. The client is now reaching a stable point in terms of features. The next updates will be focused on continuing to add support for new tasks.

Async client

Asyncio calls are supported thanks to AsyncInferenceClient. Based on asyncio and aiohttp, it allows you to make efficient concurrent calls to the Inference endpoint of your choice. Every task supported by InferenceClient is supported in its async version. Method inputs and outputs and logic are strictly the same, except that you must await the coroutine.

>>> from huggingface_hub import AsyncInferenceClient
>>> client = AsyncInferenceClient()
>>> image = await client.text_to_image("An astronaut riding a horse on the moon.")

• Support asyncio with AsyncInferenceClient by @​Wauplin in #1524

Text-generation

Support for text-generation task has been added. It is focused on fully supporting endpoints running on the text-generation-inference framework. In fact, the code is heavily inspired by TGI's Python client initially implemented by @​OlivierDehaene.

Text generation has 4 modes depending on details (bool) and stream (bool) values. By default, a raw string is returned. If details=True, more information about the generated tokens is returned. If stream=True, generated tokens are returned one by one as soon as the server generated them. For more information, check out the documentation.

>>> from huggingface_hub import InferenceClient
>>> client = InferenceClient()
stream=False, details=False
>>> client.text_generation("The huggingface_hub library is ", max_new_tokens=12)
'100% open source and built to be easy to use.'
stream=True, details=True
>>> for details in client.text_generation("The huggingface_hub library is ", max_new_tokens=12, details=True, stream=True):
>>>     print(details)
TextGenerationStreamResponse(token=Token(id=1425, text='100', logprob=-1.0175781, special=False), generated_text=None, details=None)
...
TextGenerationStreamResponse(token=Token(
id=25,
text='.',
logprob=-0.5703125,
special=False),
generated_text='100% open source and built to be easy to use.',
</tr></table>

... (truncated)

Commits

• 11cf5cc bump to 0.16.4
• 2c5222a Make requests.Session truly unique (#1545)
• 7981f7b update tag
• 554215b Add request id to message in ConnectionError (#1544)
• 95dcdd5 Release: v0.16.2
• 792ff68 Release: v0.16.1
• aee62e7 Release: v0.16.0
• 8613733 Release: v0.16.0.rc0
• 6527e07 Support asyncio with AsyncInferenceClient (#1524)
• 618bb23 Update readme and contributing guide (#1534)
• Additional commits viewable in compare view

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[dependabot]

Superseded by #350.